Publications

Ella Koresh *, Tal Halevi *, Yuval Meir *, Dolev Dilmoney, Tamar Dror, Ronit D. Gross, Ofek Tevet, Shiri Hodassman, Ido Kanter. Scaling in Deep and Shallow Learning Architectures. Physica A, Volume 646, Number 129909 (2024), 2024.

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Yuval Meir, Ofek Tevet, Ella Koresh, Yarden Tzach, Ido Kanter. Advanced confidence methods in deep learning. Physica A, Volume 641, Number 129758 (2024), 2024.

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Yuval Meir, Yarden Tzach, Shiri Hodassman, Ofek Tevet, Ido Kanter. Towards a universal mechanism for successful deep learning. Scientific Reports, Volume 14, Number 5881 (2024), 2024.

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Ofek Tevet, Ronit D. Gross, Shiri Hodassman, Tal Rogachevsky, Yarden Tzach, Yuval Meir, Ido Kanter. Efficient shallow learning mechanism as an alternative to deep learning. Physica A, Volume 635, Number 129513 (2024), 2024.

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Yuval Meir, Yarden Tzach, Ronit D. Gross, Ofek Tevet, Roni Vardi, Ido Kanter. Enhancing the accuracies by performing pooling decisions adjacent to the output layer. Scientific Reports, Volume 13, Number 13385 (2023), 2023.

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Yarden Tzach, Yuval Meir, Ofek Tevet, Ronit D. Gross, Shiri Hodassman, Roni Vardi, Ido Kanter. The mechanism underlying successful deep learning. Arxiv, Computer Science, Machine Learning (2023), 2023.

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Yuval Meir, Ofek Tevet, Yarden Tzach, Shiri Hodassman, Ronit D. Gross, Ido Kanter. Efficient shallow learning as an alternative to deep learning. Scientific Reports, Volume 13, Number 5423 (2023), 2023.

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Yuval Meir, Itamar Ben-Noam, Yarden Tzach, Shiri Hodassman, Ido Kanter. Learning on tree architectures outperforms a convolutional feedforward network. Scientific Reports, Volume 13, Number 962 (2023) - TOP100 of SciRep, 2023.

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Shiri Hodassman *, Yuval Meir *, Karin Kisos, Itamar Ben-Noam, Yael Tugendhaft, Amir Goldental, Roni Vardi, Ido Kanter. Brain inspired neuronal silencing mechanism to enable reliable sequence identification. Scientific Reports, Volume 12, Number 16003 (2022), 2022.

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Yuval Meir *, Shira Sardi *, Shiri Hodassman *, Karin Kisos, Itamar Ben-Noam, Amir Goldental, Ido Kanter. Power-law scaling to assist with key challenges in artificial intelligence. Scientific Reports, Volume 10, Number 19628 (2020), 2020.

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Shira Sardi *, Roni Vardi, Yuval Meir *, Yael Tugendhaft, Shiri Hodassman, Amir Goldental, Ido Kanter. Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms. Scientific Reports, Volume 10, Number 6923 (2020) - TOP100 of SciRep, 2020.

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